Bcellmagic analysis pipeline
Pipeline overview
Number of sequences
Number of reads for each of the samples and number of sequences left
after representative analysis steps.
| ID |
Source |
Treatment |
Extraction_time |
Population |
Sequences_R1 |
Sequences_R2 |
Filtered_quality_R1 |
Filtered_quality_R2 |
Mask_primers_R1 |
Mask_primers_R2 |
Paired |
Build_consensus |
Assemble_pairs |
Unique |
Representative_2 |
Igblast |
| QMKMK229AC |
CLAD1 |
Cladribin |
baseline |
DN |
1001901 |
1001901 |
998230 |
929323 |
950964 |
889152 |
874759 |
523734 |
90354 |
59291 |
8472 |
6790 |
| QMKMK230AF |
CLAD1 |
Cladribin |
baseline |
N |
601885 |
601885 |
599360 |
566181 |
571750 |
543140 |
533806 |
402067 |
97531 |
92697 |
6385 |
4471 |
| QMKMK231AN |
CLAD1 |
Cladribin |
baseline |
M |
1036290 |
1036290 |
1033363 |
964197 |
980082 |
919636 |
904197 |
780525 |
135765 |
124169 |
4958 |
4670 |
| QMKMK232AV |
CLAD1 |
Cladribin |
baseline |
P |
1352414 |
1352414 |
1346800 |
1262235 |
1290104 |
1212304 |
1196447 |
939220 |
149863 |
130713 |
7714 |
6760 |
| QMKMK233A5 |
CLAD1 |
Cladribin |
6months |
DN |
1223690 |
1223690 |
1218476 |
1135468 |
1160160 |
1085218 |
1067347 |
791259 |
164348 |
121167 |
12720 |
11196 |
| QMKMK234AD |
CLAD1 |
Cladribin |
6months |
N |
577697 |
577697 |
574852 |
539847 |
539088 |
508859 |
500228 |
385783 |
89643 |
88089 |
4824 |
3042 |
| QMKMK235AL |
CLAD1 |
Cladribin |
6months |
M |
801072 |
801072 |
799337 |
750714 |
761523 |
718534 |
706606 |
608542 |
111207 |
95243 |
4519 |
4087 |
| QMKMK236AT |
CLAD1 |
Cladribin |
6months |
P |
2043123 |
2043123 |
2033938 |
1877437 |
1930800 |
1784871 |
1761332 |
1235843 |
181414 |
160573 |
15491 |
13605 |
| QMKMK241AU |
CLAD1 |
Cladribin |
12months |
DN |
1857453 |
1857453 |
1847028 |
1701105 |
1709731 |
1569714 |
1550126 |
857641 |
153794 |
117452 |
14305 |
11726 |
| QMKMK242A4 |
CLAD1 |
Cladribin |
12months |
M |
1850771 |
1850771 |
1846857 |
1708178 |
1770918 |
1632432 |
1611884 |
1280996 |
217155 |
195288 |
10505 |
7909 |
| QMKMK243AC |
CLAD1 |
Cladribin |
12months |
N |
1244736 |
1244736 |
1242282 |
1135476 |
1178264 |
1075176 |
1059637 |
679941 |
139275 |
136730 |
15410 |
4897 |
| QMKMK244AK |
CLAD1 |
Cladribin |
12months |
P |
1811754 |
1811754 |
1807946 |
1664568 |
1739221 |
1597527 |
1577659 |
1079483 |
254309 |
209762 |
21112 |
17524 |
| QMKMK533AN |
CLAD2 |
Cladribin |
baseline |
N |
299299 |
299299 |
298776 |
284644 |
278650 |
263896 |
259773 |
136538 |
42888 |
21024 |
3065 |
2478 |
| QMKMK534AV |
CLAD2 |
Cladribin |
baseline |
M |
911354 |
911354 |
909208 |
856360 |
853308 |
802774 |
789542 |
619034 |
99507 |
87314 |
6089 |
5676 |
| QMKMK535A5 |
CLAD2 |
Cladribin |
baseline |
DN |
1548122 |
1548122 |
1546518 |
1485086 |
1455661 |
1392202 |
1373849 |
746018 |
162419 |
91821 |
14291 |
12022 |
| QMKMK536AD |
CLAD2 |
Cladribin |
baseline |
P |
828075 |
828075 |
826764 |
781959 |
769833 |
729669 |
715212 |
583392 |
116702 |
101158 |
7315 |
7063 |
| QMKMK537AL |
CLAD2 |
Cladribin |
6months |
N |
1695948 |
1695948 |
1695010 |
1636672 |
1564060 |
1506398 |
1482971 |
541495 |
162342 |
145708 |
25035 |
10021 |
| QMKMK538AT |
CLAD2 |
Cladribin |
6months |
M |
2467900 |
2467900 |
2466808 |
2356982 |
2309769 |
2200497 |
2169463 |
767599 |
187812 |
126230 |
19934 |
17409 |
| QMKMK539A3 |
CLAD2 |
Cladribin |
6months |
DN |
1670407 |
1670407 |
1669498 |
1608729 |
1548656 |
1486886 |
1464870 |
472354 |
119636 |
57322 |
9889 |
8396 |
| QMKMK540A6 |
CLAD2 |
Cladribin |
6months |
P |
1418658 |
1418658 |
1417830 |
1366294 |
1320682 |
1272534 |
1251506 |
771396 |
206754 |
144573 |
18117 |
16226 |
| QMKMK541AE |
CLAD2 |
Cladribin |
12months |
N |
1254799 |
1254799 |
1253722 |
1212466 |
1174117 |
1107772 |
1090535 |
522116 |
180331 |
174806 |
16654 |
7429 |
| QMKMK542AM |
CLAD2 |
Cladribin |
12months |
M |
2480119 |
2480119 |
2478403 |
2372338 |
2315848 |
2199929 |
2166193 |
1126337 |
265733 |
232685 |
15947 |
13290 |
| QMKMK543AU |
CLAD2 |
Cladribin |
12months |
DN |
1492340 |
1492340 |
1491521 |
1430650 |
1373414 |
1309222 |
1288903 |
743614 |
187692 |
140124 |
15720 |
12862 |
| QMKMK544A4 |
CLAD2 |
Cladribin |
12months |
P |
1104002 |
1104002 |
1103382 |
1063497 |
1036043 |
994570 |
979051 |
493550 |
147756 |
93526 |
13523 |
11414 |
| QMKMK545AC |
CLAD3 |
Cladribin |
baseline |
N |
1571620 |
1571620 |
1570771 |
1523584 |
1497824 |
1451341 |
1431781 |
543127 |
171669 |
143577 |
26458 |
14092 |
| QMKMK546AK |
CLAD3 |
Cladribin |
baseline |
M |
1798031 |
1798031 |
1796794 |
1739586 |
1712984 |
1656005 |
1636655 |
1007055 |
254908 |
229383 |
13572 |
12353 |
| QMKMK547AS |
CLAD3 |
Cladribin |
baseline |
DN |
1325826 |
1325826 |
1324051 |
1277183 |
1262297 |
1218805 |
1199399 |
629789 |
146170 |
105948 |
13939 |
11562 |
| QMKMK548A2 |
CLAD3 |
Cladribin |
baseline |
P |
1375460 |
1375460 |
1374152 |
1327752 |
1308934 |
1264258 |
1245115 |
730531 |
161034 |
141145 |
13243 |
12400 |
| QMKMK549AA |
CLAD3 |
Cladribin |
6months |
N |
1385899 |
1385899 |
1385012 |
1335147 |
1305595 |
1255991 |
1239376 |
490511 |
158561 |
140713 |
30701 |
13136 |
| QMKMK550AD |
CLAD3 |
Cladribin |
6months |
M |
1240876 |
1240876 |
1240142 |
1207393 |
1183864 |
1149887 |
1136654 |
681735 |
204620 |
143599 |
17407 |
15520 |
| QMKMK551AL |
CLAD3 |
Cladribin |
6months |
DN |
261349 |
261349 |
260058 |
244972 |
215326 |
231145 |
197023 |
176276 |
32325 |
19157 |
2454 |
1429 |
| QMKMK552AT |
CLAD3 |
Cladribin |
6months |
P |
235034 |
235034 |
234857 |
229626 |
224030 |
219497 |
216216 |
172573 |
77444 |
53394 |
7446 |
7258 |
| QMKMK553A3 |
CLAD3 |
Cladribin |
12months |
N |
1591756 |
1591756 |
1590676 |
1540766 |
1517741 |
1464383 |
1445065 |
515307 |
173696 |
149077 |
28654 |
15266 |
| QMKMK554AB |
CLAD3 |
Cladribin |
12months |
M |
1564019 |
1564019 |
1562831 |
1507023 |
1492048 |
1428178 |
1411785 |
779001 |
213213 |
166219 |
19733 |
15266 |
| QMKMK555AJ |
CLAD3 |
Cladribin |
12months |
DN |
111483 |
111483 |
111312 |
107140 |
103242 |
100959 |
97245 |
85541 |
42105 |
30219 |
5062 |
4850 |
| QMKMK556AR |
CLAD3 |
Cladribin |
12months |
P |
155013 |
155013 |
154892 |
151406 |
146876 |
144291 |
141167 |
87747 |
48027 |
25315 |
4504 |
4231 |
| QMKMK557A1 |
CLAD4 |
Cladribin |
baseline |
N |
1398965 |
1398965 |
1392433 |
1294121 |
1330529 |
1238996 |
1220960 |
745812 |
129060 |
123160 |
9747 |
4513 |
| QMKMK558A9 |
CLAD4 |
Cladribin |
baseline |
M |
1374928 |
1374928 |
1368571 |
1237182 |
1305056 |
1178785 |
1164891 |
979676 |
141173 |
122743 |
6397 |
5864 |
| QMKMK559AH |
CLAD4 |
Cladribin |
baseline |
DN |
2409179 |
2409179 |
2398262 |
2172405 |
2301729 |
2083291 |
2058484 |
1124304 |
196878 |
154809 |
19618 |
16839 |
| QMKMK560AK |
CLAD4 |
Cladribin |
baseline |
P |
1068173 |
1068173 |
1064298 |
978142 |
1021878 |
940132 |
928637 |
709473 |
170030 |
146347 |
9104 |
8545 |
| QMKMK561AS |
CLAD4 |
Cladribin |
6months |
N |
1641107 |
1641107 |
1576042 |
1345005 |
1477248 |
1274519 |
1229456 |
874314 |
68880 |
67173 |
2444 |
132 |
| QMKMK562A2 |
CLAD4 |
Cladribin |
6months |
M |
1385399 |
1385399 |
1379705 |
1250203 |
1320361 |
1196503 |
1179563 |
962386 |
157538 |
143239 |
7102 |
6064 |
| QMKMK563AA |
CLAD4 |
Cladribin |
6months |
DN |
2589345 |
2589345 |
2576384 |
2318103 |
2466634 |
2218225 |
2186658 |
1244923 |
195806 |
163852 |
20595 |
16888 |
| QMKMK564AI |
CLAD4 |
Cladribin |
6months |
P |
1801823 |
1801823 |
1794104 |
1626149 |
1707738 |
1549822 |
1527755 |
970293 |
139581 |
117108 |
10526 |
9214 |
| QMKMK565AQ |
CLAD4 |
Cladribin |
12months |
N |
1233912 |
1233912 |
1227233 |
1127439 |
1171418 |
1074382 |
1058954 |
706032 |
124861 |
119933 |
8175 |
4157 |
| QMKMK566A0 |
CLAD4 |
Cladribin |
12months |
M |
1519136 |
1519136 |
1511801 |
1377911 |
1458300 |
1325813 |
1307238 |
1038900 |
165094 |
139607 |
10053 |
9030 |
| QMKMK567A8 |
CLAD4 |
Cladribin |
12months |
DN |
1084835 |
1084835 |
1077309 |
963006 |
985191 |
874572 |
862952 |
641429 |
113514 |
106906 |
8242 |
4475 |
| QMKMK568AG |
CLAD4 |
Cladribin |
12months |
P |
1322433 |
1322433 |
1317876 |
1210528 |
1271272 |
1164834 |
1150760 |
665756 |
151153 |
105442 |
9341 |
7208 |
| QMKMK569AO |
CLAD5 |
Cladribin |
baseline |
N |
1447197 |
1447197 |
1445335 |
1373651 |
1337298 |
1269719 |
1252608 |
619522 |
174482 |
158367 |
18757 |
6710 |
| QMKMK570AR |
CLAD5 |
Cladribin |
baseline |
M |
1468661 |
1468661 |
1466765 |
1367672 |
1319151 |
1225178 |
1209652 |
893529 |
189690 |
167978 |
7970 |
6680 |
| QMKMK571A1 |
CLAD5 |
Cladribin |
baseline |
DN |
1126741 |
1126741 |
1125031 |
1062795 |
1031127 |
971370 |
960077 |
512019 |
112116 |
70502 |
9251 |
6405 |
| QMKMK572A9 |
CLAD5 |
Cladribin |
baseline |
P |
1397460 |
1397460 |
1396014 |
1316108 |
1290285 |
1214297 |
1199625 |
843530 |
178333 |
134207 |
12210 |
10853 |
| QMKMK573AH |
CLAD5 |
Cladribin |
6months |
N |
1329042 |
1329042 |
1326871 |
1258667 |
1193608 |
1129648 |
1114054 |
535460 |
159471 |
147244 |
17033 |
5721 |
| QMKMK574AP |
CLAD5 |
Cladribin |
6months |
M |
1237833 |
1237833 |
1236499 |
1162554 |
1137697 |
1066878 |
1053987 |
813652 |
164645 |
137354 |
6905 |
6396 |
| QMKMK575AX |
CLAD5 |
Cladribin |
6months |
DN |
1383178 |
1383178 |
1381643 |
1296415 |
1266158 |
1181512 |
1167639 |
852502 |
190750 |
173985 |
7869 |
5721 |
| QMKMK576A7 |
CLAD5 |
Cladribin |
6months |
P |
1262705 |
1262705 |
1261244 |
1179067 |
1143706 |
1064972 |
1051693 |
793719 |
206575 |
171238 |
10789 |
9636 |
| QMKMK577AF |
CLAD5 |
Cladribin |
12months |
N |
1351967 |
1351967 |
1350771 |
1280959 |
1243575 |
1172545 |
1156655 |
527191 |
156413 |
144948 |
15828 |
5310 |
| QMKMK578AN |
CLAD5 |
Cladribin |
12months |
M |
713600 |
713600 |
712818 |
676328 |
667632 |
628686 |
622159 |
517446 |
126346 |
101975 |
4161 |
3828 |
| QMKMK579AV |
CLAD5 |
Cladribin |
12months |
DN |
2456014 |
2456014 |
2451084 |
2269903 |
2141182 |
1958202 |
1938322 |
660015 |
132912 |
86965 |
14241 |
11745 |
| QMKMK580A0 |
CLAD5 |
Cladribin |
12months |
P |
834969 |
834969 |
834181 |
787283 |
779041 |
731399 |
722664 |
580598 |
147105 |
115414 |
6571 |
6142 |
| QMKMK581A8 |
CLAD6 |
Cladribin |
baseline |
N |
1001206 |
1001206 |
1000860 |
970356 |
962940 |
936587 |
920818 |
443222 |
140232 |
86145 |
18839 |
12881 |
| QMKMK582AG |
CLAD6 |
Cladribin |
baseline |
M |
1283684 |
1283684 |
1283183 |
1244329 |
1236314 |
1203407 |
1184237 |
788065 |
169359 |
149750 |
15320 |
14342 |
| QMKMK583AO |
CLAD6 |
Cladribin |
baseline |
DN |
1097528 |
1097528 |
1096978 |
1066751 |
1063618 |
1033309 |
1021656 |
634966 |
162233 |
105871 |
17897 |
16466 |
| QMKMK584AW |
CLAD6 |
Cladribin |
baseline |
P |
1016627 |
1016627 |
1016172 |
988801 |
984990 |
962146 |
947239 |
442682 |
163962 |
76800 |
20099 |
18856 |
| QMKMK585A6 |
CLAD6 |
Cladribin |
6months |
N |
1285504 |
1285504 |
1285176 |
1251705 |
1229806 |
1201931 |
1182778 |
543799 |
171992 |
148549 |
28207 |
18306 |
| QMKMK586AE |
CLAD6 |
Cladribin |
6months |
M |
1330009 |
1330009 |
1329416 |
1292399 |
1284875 |
1253526 |
1233148 |
891220 |
225136 |
195466 |
18430 |
16976 |
| QMKMK587AM |
CLAD6 |
Cladribin |
6months |
DN |
1242825 |
1242825 |
1240467 |
1197808 |
1200344 |
1156147 |
1137148 |
654641 |
192546 |
126256 |
26229 |
24526 |
| QMKMK588AU |
CLAD6 |
Cladribin |
6months |
P |
1002045 |
1002045 |
1001430 |
967754 |
965269 |
932794 |
921632 |
434169 |
147302 |
84076 |
18894 |
16986 |
| QMKMK589A4 |
CLAD6 |
Cladribin |
12months |
N |
1137999 |
1137999 |
1137344 |
1103323 |
1097509 |
1066778 |
1049119 |
462125 |
140904 |
135519 |
21100 |
13153 |
| QMKMK590A7 |
CLAD6 |
Cladribin |
12months |
M |
1209002 |
1209002 |
1208461 |
1171649 |
1172398 |
1134117 |
1117971 |
734224 |
260959 |
216292 |
24198 |
22100 |
| QMKMK591AF |
CLAD6 |
Cladribin |
12months |
DN |
1197736 |
1197736 |
1197184 |
1151818 |
1136481 |
1087259 |
1076116 |
597057 |
230367 |
158141 |
28591 |
25804 |
| QMKMK592AN |
CLAD6 |
Cladribin |
12months |
P |
992655 |
992655 |
992309 |
965445 |
964234 |
935022 |
924219 |
613740 |
189846 |
142598 |
19691 |
18074 |
| QMKMK593AV |
CLAD7 |
Cladribin |
baseline |
N |
1072973 |
1072973 |
1072013 |
1039366 |
988048 |
953478 |
940620 |
440561 |
133368 |
110804 |
16445 |
7779 |
| QMKMK594A5 |
CLAD7 |
Cladribin |
baseline |
M |
1840517 |
1840517 |
1838589 |
1774842 |
1701120 |
1635963 |
1614648 |
951547 |
227992 |
188707 |
14405 |
12975 |
| QMKMK595AD |
CLAD7 |
Cladribin |
baseline |
DN |
1440796 |
1440796 |
1438064 |
1373169 |
1336916 |
1271791 |
1252865 |
628764 |
132142 |
78579 |
11112 |
9216 |
| QMKMK596AL |
CLAD7 |
Cladribin |
baseline |
P |
1677725 |
1677725 |
1676137 |
1618758 |
1542366 |
1484679 |
1464832 |
759842 |
228681 |
135178 |
19623 |
17045 |
| QMKMK597AT |
CLAD7 |
Cladribin |
6months |
N |
1239270 |
1239270 |
1237713 |
1198319 |
1123326 |
1081563 |
1066953 |
497751 |
144787 |
123197 |
13744 |
7291 |
| QMKMK598A3 |
CLAD7 |
Cladribin |
6months |
M |
1298404 |
1298404 |
1297197 |
1252956 |
1196708 |
1145838 |
1133594 |
718360 |
193455 |
162681 |
15846 |
12138 |
| QMKMK599AB |
CLAD7 |
Cladribin |
6months |
DN |
1254978 |
1254978 |
1253336 |
1203733 |
1142735 |
1087229 |
1075266 |
641337 |
171226 |
151010 |
14466 |
9894 |
| QMKMK600AI |
CLAD7 |
Cladribin |
6months |
P |
1479917 |
1479917 |
1470919 |
1412765 |
1358861 |
1304396 |
1281664 |
714210 |
66255 |
62209 |
3083 |
1415 |
| QMKMK601AQ |
CLAD7 |
Cladribin |
12months |
N |
1149545 |
1149545 |
1148532 |
1113085 |
1063607 |
1023791 |
1009898 |
423783 |
141213 |
121701 |
15720 |
8170 |
| QMKMK602A0 |
CLAD7 |
Cladribin |
12months |
M |
1939178 |
1939178 |
1936601 |
1866139 |
1800331 |
1717691 |
1698002 |
1106596 |
245522 |
189688 |
17128 |
15293 |
| QMKMK603A8 |
CLAD7 |
Cladribin |
12months |
DN |
1545739 |
1545739 |
1541982 |
1470482 |
1406198 |
1325331 |
1310600 |
517285 |
81955 |
48826 |
7514 |
6121 |
| QMKMK604AG |
CLAD7 |
Cladribin |
12months |
P |
1211943 |
1211943 |
1210523 |
1172308 |
1132847 |
1087549 |
1075259 |
486518 |
138915 |
90522 |
13011 |
10486 |
| QMKMK605AO |
CLAD8 |
Cladribin |
baseline |
N |
1444889 |
1444889 |
1444445 |
1385795 |
1385248 |
1321867 |
1304667 |
533333 |
155798 |
139077 |
20017 |
6759 |
| QMKMK606AW |
CLAD8 |
Cladribin |
baseline |
M |
1703561 |
1703561 |
1701051 |
1643939 |
1631017 |
1568457 |
1549559 |
1091551 |
151421 |
140102 |
8872 |
5779 |
| QMKMK607A6 |
CLAD8 |
Cladribin |
baseline |
DN |
1108324 |
1108324 |
1107613 |
1067244 |
1061080 |
1015816 |
1004178 |
528412 |
115795 |
81992 |
8232 |
6779 |
| QMKMK608AE |
CLAD8 |
Cladribin |
baseline |
P |
1540452 |
1540452 |
1539639 |
1477308 |
1482318 |
1412976 |
1397948 |
991926 |
207541 |
162117 |
13883 |
12397 |
| QMKMK609AM |
CLAD8 |
Cladribin |
6months |
N |
834333 |
834333 |
834049 |
798958 |
780110 |
742394 |
733064 |
418241 |
125716 |
105779 |
11088 |
5615 |
| QMKMK610AP |
CLAD8 |
Cladribin |
6months |
M |
1106235 |
1106235 |
1104644 |
1054961 |
1057632 |
1004099 |
991576 |
776744 |
157852 |
130084 |
6879 |
6471 |
| QMKMK611AX |
CLAD8 |
Cladribin |
6months |
DN |
1303870 |
1303870 |
1303135 |
1240914 |
1243559 |
1172185 |
1160462 |
730474 |
200257 |
157489 |
15954 |
11884 |
| QMKMK612A7 |
CLAD8 |
Cladribin |
6months |
P |
968338 |
968338 |
967925 |
925579 |
923220 |
878144 |
867982 |
661725 |
189758 |
152493 |
10350 |
8882 |
| QMKMK613AF |
CLAD8 |
Cladribin |
12months |
N |
1798683 |
1798683 |
1798081 |
1723011 |
1727265 |
1641478 |
1620069 |
633213 |
173676 |
154775 |
21448 |
8049 |
| QMKMK614AN |
CLAD8 |
Cladribin |
12months |
M |
1186393 |
1186393 |
1185783 |
1139636 |
1142249 |
1085053 |
1073036 |
752118 |
179324 |
153196 |
8280 |
7679 |
| QMKMK615AV |
CLAD8 |
Cladribin |
12months |
DN |
1407945 |
1407945 |
1407291 |
1342821 |
1314510 |
1238663 |
1225435 |
715687 |
188862 |
157705 |
12270 |
9190 |
| QMKMK616A5 |
CLAD8 |
Cladribin |
12months |
P |
1029639 |
1029639 |
1029226 |
988857 |
995363 |
947316 |
936477 |
661648 |
182340 |
158080 |
7835 |
7172 |
Plotting number of unique sequences

Plotting number of representative 2 sequences

Plotting number of Igblast identified sequences

Clonal abundance
For plotting the clonal abundance, the clones were ordered by size
from bigger clones to smaller clones (x-axis, Rank). The Abundance of
each clone was represented as the percentage of unique sequences in the
clone, with respect to the total number of unique sequences in that
subject (By Patient) or in the B-cell or T-cell sample (By Cell
Population).
To correct for the different number of sequences in each of the
samples, the Bootstrapping technique was employed, in which 200 random
bootstrap samples were taken, with size the number of sequences in the
sample with less sequences (N). The solid line shows the mean Abundance
of the bootstrap samples, whereas the transparent area shows the full
Abundance range of the bootstrap samples.
All clonal abundance plots and tables with abundance values can be
found under repertoire_analysis/Abundance.
Clonal abundance per subject

Calculate area under the curve for abundance
Count clones per subject
Clonal abundance per cell population
If different types of B-cell or T-cell populations are provided, here
the clonal abundance is plotted for each patient and B / T-cell
population.

Clonal diversity
The clonal diversity \(D\) of the
repertoire was calculated according to the general formula of Hill
Diversity numbers:
\[
\begin{aligned}
^{q}D = \left( \sum_{i=1}^Rp_i^q \right)^{1/(1-q)}
\end{aligned}
\]
where:
- \(p_i\) is the proportion of unique
sequences belonging to clone \(i\).
- \(q\) are the values of the
different diversity numbers.
- \(R\) is the Richness, the number
of different clones in the sample.
At \(q=1\) the function is undefined
and the limit to zero equals the exponential of the Shannon Entropy:
\[
\begin{aligned}
^{1}D = exp \left( \sum_{i=1}^Rp_i ln(p_i) \right)
\end{aligned}
\]
The intuition about the different Hill Diversity values is the
following:
- At \(q=0\) the diversity index
equals the number of clones in the sample.
- At \(q=1\) the diversity index is
the geometric mean of the clones in the sample, weighted by their
proportion in the sample.
- At \(q>1\) more weight is given
to the clones with higher proportions in the sample.
All clonal diversity plots and tables with diversity values can be
found under repertoire_analysis/Diversity. To correct for
the different number of sequences in each of the samples, the
Bootstrapping technique was employed, in which 200 random bootstrap
samples were taken, with size the number of sequences in the sample with
less sequences (N). The solid line shows the mean Diversity of the
bootstrap samples, whereas the transparent area shows the full Diversity
range of the bootstrap samples.
Clonal diversity per subject

Clonal diversity at specific
q values
q=1

q=0

Clonal diversity per cell population
|=== | 5% ~38 s remaining
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|========================================================================|100% ~0 s remaining

Clonal diversity per
population at specific q values
q=1

q=0

V gene usage
V gene family usage
The V gene usage (in percentage) in each of the samples is
represented below. All plots and tables can be found here.
Gene family usage is normalized by the number of clones.
By Population

V gene usage
The V gene usage (in percentage) in each of the samples is
represented below. All plots and tables can be found here.
By clones

By sequences

Isotype usage
Isotype usage per subject
`summarise()` has grouped output by 'isotype', 'sample', 'source', 'treatment'. You can override using the `.groups` argument.

Isotype usage per cell population
`summarise()` has grouped output by 'isotype', 'sample_pop', 'source', 'treatment', 'extract_time'. You can override using the `.groups` argument.

Clonal overlap analysis
'repertoire_comparison/Clone_overlap' already existsError in paste(outdir, "Clone_overlap", names(df_pat)[i], sep = "/") :
object 'i' not found
Citations
If you use nf-core/bcellmagic for your analysis, please cite it using
the following DOI: 10.5281/zenodo.3607408
Please also cite the nf-core publication (P. A. Ewels et al. 2020).
In addition, citations for the tools and data used in this pipeline
are as follows:
- pRESTO (Vander Heiden et al.
2014)
- SHazaM, Change-O (Gupta et
al. 2015)
- Alakazam (Stern et al.
2014)
- TIgGER (Gadala-Maria et al.
2015)
- FastQC (Andrews et al.
2010)
- MultiQC (P. Ewels et al.
2016)
Andrews, Simon et al. 2010. “FastQC: A Quality Control Tool for
High Throughput Sequence Data.”
Ewels, Philip A., Alexander Peltzer, Sven Fillinger, Harshil Patel,
Johannes Alneberg, Andreas Wilm, Maxime Ulysse Garcia, Paolo Di Tommaso,
and Sven Nahnsen. 2020.
“The Nf-Core Framework for
Community-Curated Bioinformatics Pipelines.” Nature
Biotechnology 38 (3): 276–78.
https://doi.org/10.1038/s41587-020-0439-x.
Ewels, Philip, Måns Magnusson, Sverker Lundin, and Max Käller. 2016.
“MultiQC: Summarize Analysis Results for Multiple Tools and
Samples in a Single Report.” Bioinformatics 32 (19):
3047–48.
Gadala-Maria, Daniel, Gur Yaari, Mohamed Uduman, and Steven H.
Kleinstein. 2015.
“Automated Analysis of High-Throughput b-Cell
Sequencing Data Reveals a High Frequency of Novel Immunoglobulin v Gene
Segment Alleles.” Proceedings of the National Academy of
Sciences of the United States of America 112 (8): E862–870.
https://doi.org/10.1073/pnas.1417683112.
Gupta, Namita T., Jason A. Vander Heiden, Mohamed Uduman, Daniel
Gadala-Maria, Gur Yaari, and Steven H. Kleinstein. 2015.
“Change-o: A Toolkit for Analyzing Large-Scale b Cell
Immunoglobulin Repertoire Sequencing Data.”
Bioinformatics 31 (20): 3356–58.
https://doi.org/10.1093/bioinformatics/btv359.
Stern, Joel N. H., Gur Yaari, Jason A. Vander Heiden, George Church,
William F. Donahue, Rogier Q. Hintzen, Anita J. Huttner, et al. 2014.
“B Cells Populating the Multiple Sclerosis Brain Mature in the
Draining Cervical Lymph Nodes.” Science Translational
Medicine 6 (248).
https://doi.org/10.1126/scitranslmed.3008879.
Vander Heiden, Jason A., Gur Yaari, Mohamed Uduman, Joel N. H. Stern,
Kevin C. O’Connor, David A. Hafler, Francois Vigneault, and Steven H.
Kleinstein. 2014.
“pRESTO: A Toolkit for Processing
High-Throughput Sequencing Raw Reads of Lymphocyte Receptor
Repertoires.” Bioinformatics 30 (13): 1930–32.
https://doi.org/10.1093/bioinformatics/btu138.
---
output:
  html_document:
    toc: true                               # table of contents
    toc_float: true                         # float the table of contents to the left of the main document content
    toc_depth: 3                            # header levels 1,2,3
    theme: default
    number_sections: false                  # add section numbering to headers
    df_print: paged                         # tables are printed as an html table with support for pagination over rows and columns
    css: ./nf-core_style.css
    highlight: pygments
    pdf_document: true
  html_notebook:
    toc: yes
bibliography: ./references.bibtex
---


---
title: "Repertoire analysis"
subtitle: "Clonal abundance, diversity and V-family gene usage"
date: '`r format(Sys.Date(), "%B %d, %Y")`'
output: html_document
---


```{r setup, include=FALSE}
library(knitr)
library(kableExtra)
library(dplyr)
library(alakazam)
library(shazam)
library(stringr)

library(data.table)
library(igraph)
library(gplots)
library(circlize)
library(UpSetR)
library(gtools)

theme_set(theme_bw(base_family = "ArialMT") +
            theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank(), text = element_text(family="ArialMT")))
knitr::opts_chunk$set(echo = FALSE)
```
***

# Bcellmagic analysis pipeline

## Pipeline overview

## Number of sequences

Number of reads for each of the samples and number of sequences left after representative analysis steps.

```{r seq_numbers, echo=FALSE, results='asis'}
#TODO read Table sequences
tab_seqs <- read.table("../parsed_logs/sequences_table/Table_sequences_process.tsv", header=TRUE, sep="\t", check.names = FALSE)
kable(tab_seqs) %>%
    kable_styling("hover") %>%
    scroll_box(width = "100%", height = "400px")
```

Plotting number of unique sequences

```{r seq_numbers_plot_unique, fig.width=10, fig.asp=0.3, echo=FALSE}
tab_seqs$Extraction_time <- factor(tab_seqs$Extraction_time, levels=c("baseline","6months","12months"))
g4 <- ggplot(tab_seqs, aes(fill=Extraction_time, y=Unique, x=Population)) +
  geom_bar(position = "dodge", stat="identity") +
  xlab("") +
  ylab("Sequence number") +
  ggtitle("Unique sequence numbers per sample") +
  facet_grid(cols=vars(Source), scales = "free", drop = T) +
  theme(axis.text.x = element_text(angle=45, hjust = 1, vjust = 1))
g4
```


Plotting number of representative 2 sequences

```{r seq_numbers_plot_rep2, fig.width=10, fig.asp=0.3, echo=FALSE}
g4 <- ggplot(tab_seqs, aes(fill=Extraction_time, y=Representative_2, x=Population)) +
  geom_bar(position = "dodge", stat="identity") +
  xlab("") +
  ylab("Sequence number") +
  ggtitle("Representative2 sequence numbers per sample") +
  facet_grid(cols=vars(Source), scales = "free", drop = T) +
  theme(axis.text.x = element_text(angle=45, hjust = 1, vjust = 1))
g4
```


Plotting number of Igblast identified sequences


```{r seq_numbers_plot, fig.width=10, fig.asp=0.3, echo=FALSE}
g4 <- ggplot(tab_seqs, aes(fill=Extraction_time, y=Igblast, x=Population)) +
  geom_bar(position = "dodge", stat="identity") +
  xlab("") +
  ylab("Sequence number") +
  ggtitle("Igblast identified sequence number per sample") +
  facet_grid(cols=vars(Source), scales = "free", drop = T) +
  theme(axis.text.x = element_text(angle=45, hjust = 1, vjust = 1))
g4
```



```{r read_data, include=FALSE}
# Reading data tables and ceating output folders
datadir <- "."
outdir <- "repertoire_comparison"
# setwd to results folder (containing alakazam, shazam, etc. folders)
### Read all the tables as produced by the pipeline in the current folder and joins them together in the df_all dataframe
#all_files <- system(paste0("find '",datadir,"' -name '*germ-pass.tsv'"), intern=T)
dir.create(outdir)
diversity_dir <- paste(outdir, "Diversity", sep="/")
abundance_dir <- paste(outdir, "Abundance", sep="/")
vfamily_dir <- paste(outdir, "V_family", sep="/")
isotype_dir <- paste(outdir, "Isotype", sep="/")
dir.create(diversity_dir)
dir.create(abundance_dir)
dir.create(vfamily_dir)
dir.create(isotype_dir)
# Generate one big dataframe from all patient dataframes
#df_all = data.frame()
#for (file in all_files){
#    fname = file
#    print(fname)
#    df_pat <- read.csv(fname, sep="\t")
#    df_all <- rbind(df_all, df_pat)
#}
#write.table(df_all, paste0(outdir,"/all_data.tsv"), sep = "\t", quote=F, row.names = F, col.names = T)
df_all <- read.csv("../repertoire_analysis/repertoire_comparison/all_data.tsv", sep="\t")

# Remove underscores in these columns
df_all$treatment <- sapply(df_all$treatment, function(x) str_replace(as.character(x), "_", ""))
df_all$source <- sapply(df_all$source, function(x) str_replace(as.character(x), "_", ""))
df_all$extract_time <- sapply(df_all$extract_time, function(x) str_replace(as.character(x), "_", ""))
df_all$population <- sapply(df_all$population, function(x) str_replace(as.character(x), "_", ""))
# Annotate sample and samplepop (sample + population) by add ing all the conditions
df_all$sample <- as.factor(paste(df_all$treatment, df_all$extract_time, df_all$source, sep="_"))
df_all$sample_pop <- as.factor(paste(df_all$treatment, df_all$extract_time, df_all$source, df_all$population, sep="_"))
# Set number of bootrstraps
nboot = 200

# Removing Cladribin_6months_CLAD4_N because of too little sequences
df_all <- df_all[!(df_all$sample_pop=="Cladribin_6months_CLAD4_N"),]

```

# Clonal abundance

For plotting the clonal abundance, the clones were ordered by size from bigger clones to smaller clones (x-axis, Rank).
The Abundance of each clone was represented as the percentage of unique sequences in the clone, with respect to the total
number of unique sequences in that subject (By Patient) or in the B-cell or T-cell sample (By Cell Population).

To correct for the different number of sequences in each of the samples, the Bootstrapping technique was employed,
in which `r nboot` random bootstrap samples were taken, with size the number of sequences in the sample with less sequences (N).
The solid line shows the mean Abundance of the bootstrap samples, whereas the transparent area shows the full Abundance
range of the bootstrap samples.

All clonal abundance plots and tables with abundance values can be found under `repertoire_analysis/Abundance`.

## Clonal abundance per subject
```{r clonal_abundance, echo=FALSE, include=FALSE}
abund <- estimateAbundance(df_all, group = "sample", ci=0.95, nboot=nboot)
abund@abundance$treatment <- sapply(abund@abundance$sample, function(x) unlist(strsplit(as.character(x), "_"))[1])
abund@abundance$time_point <- sapply(abund@abundance$sample, function(x) unlist(strsplit(as.character(x), "_"))[2])
abund@abundance$patient <- sapply(abund@abundance$sample, function(x) unlist(strsplit(as.character(x), "_"))[3])
abund_main <- paste0("Clonal abundance (N=", abund@n[1], ")")
```
```{r clonal_abundance2, fig.height=3, fig.width=12, echo=FALSE}
p_ca <- ggplot(abund@abundance, aes(x = rank, y = p,
                                    group = sample)) +
    geom_ribbon(aes(ymin = lower,
                    ymax = upper, fill = time_point), alpha = 0.4) +
    geom_line(aes(color = time_point)) +
    ggtitle(abund_main) +
    xlab("Rank") + ylab("Abundance") +
    scale_x_log10(limits = NULL,
                breaks = scales::trans_breaks("log10", function(x) 10^x),
                labels = scales::trans_format("log10", scales::math_format(10^.x))) +
    scale_y_continuous(labels = scales::percent) +
    facet_grid(cols = vars(patient), rows = vars(treatment), scales="free", drop = T)
p_ca
```

```{r include = FALSE}
ggsave(plot=p_ca, filename = paste0(abundance_dir,"/Clonal_abundance_subject.pdf"), device="pdf", width = 25, height = 6, units="cm")
ggsave(plot=p_ca, filename = paste0(abundance_dir,"/Clonal_abundance_subject.png"), device="png", width = 25, height = 6, units="cm")
write.table(abund@abundance, file = paste0(abundance_dir, "/Clonal_abundance_data_subject.tsv"), sep="\t", quote = F, row.names = F)
```

### Calculate area under the curve for abundance

```{r auc}

```

## Count clones per subject

```{r count_clones}
df_countclones_copy <- countClones(df_all,groups="sample",copy = "duplicate_count")
df_countclones_copy$treatment <- sapply(df_countclones_copy$sample, function(x) unlist(strsplit(as.character(x), "_"))[1])
df_countclones_copy$time_point <- sapply(df_countclones_copy$sample, function(x) unlist(strsplit(as.character(x), "_"))[2])
df_countclones_copy$patient <- sapply(df_countclones_copy$sample, function(x) unlist(strsplit(as.character(x), "_"))[3])
write.table(df_countclones_copy, file = paste0(abundance_dir, "/Clonal_numbers_data_subject.tsv"), sep = "\t", quote = F, row.names = F)
```

## Clonal abundance per cell population

If different types of B-cell or T-cell populations are provided, here
the clonal abundance is plotted for each patient and B / T-cell population.

```{r clonal_abundance_pop, echo=FALSE, include=FALSE}

abund_pop <- estimateAbundance(df_all, clone="clone_id", group = "sample_pop", ci=0.95, nboot=nboot)
abund_pop@abundance$treatment <- sapply(abund_pop@abundance$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[1])
abund_pop@abundance$time_point <- sapply(abund_pop@abundance$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[2])
abund_pop@abundance$patient <- sapply(abund_pop@abundance$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[3])
abund_pop@abundance$population <- sapply(abund_pop@abundance$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[4])
abund_main <- paste0("Clonal abundance (N=", abund_pop@n[1], ")")
```
```{r clonal_abundance_pop2, fig.width=12, echo=FALSE}
pop_ca <- ggplot(abund_pop@abundance, aes(x = rank, y = p,
                                group = sample_pop)) +
    geom_ribbon(aes(ymin = lower,
                    ymax = upper, fill = time_point), alpha = 0.4) +
    geom_line(aes(color = time_point)) +
    ggtitle(abund_main) +
    xlab("Rank") + ylab("Abundance") +
    scale_x_log10(limits = NULL,
                    breaks = scales::trans_breaks("log10", function(x) 10^x),
                    labels = scales::trans_format("log10", scales::math_format(10^.x))) +
    scale_y_continuous(labels = scales::percent) +
    facet_grid(cols=vars(patient), rows=vars(population), scales="free", drop = T)
pop_ca
```
```{r include=FALSE}
ggsave(plot=pop_ca, filename = paste0(abundance_dir,"/Clonal_abundance_patient_population.pdf"), device="pdf",
        width = 30, height = 20, units="cm")
ggsave(plot=pop_ca, filename = paste0(abundance_dir,"/Clonal_abundance_patient_population.png"), device="png",
        width = 30, height = 20, units="cm")
write.table(abund_pop@abundance, file = paste0(abundance_dir, "/Clonal_abundance_data_cell_population.tsv"), sep="\t", quote = F, row.names = F)

```

# Clonal diversity

The clonal diversity $D$ of the repertoire was calculated according to the general formula of Hill Diversity
numbers:

$$
\begin{aligned}
    ^{q}D = \left( \sum_{i=1}^Rp_i^q \right)^{1/(1-q)}
\end{aligned}
$$

where:

* $p_i$ is the proportion of unique sequences belonging to clone $i$.
* $q$ are the values of the different diversity numbers.
* $R$ is the Richness, the number of different clones in the sample.

At $q=1$ the function is undefined and the limit to zero equals the exponential of the Shannon Entropy:

$$
\begin{aligned}
    ^{1}D = exp \left(  \sum_{i=1}^Rp_i ln(p_i)  \right)
\end{aligned}
$$

The intuition about the different Hill Diversity values is the following:

* At $q=0$ the diversity index equals the number of clones in the sample.
* At $q=1$ the diversity index is the geometric mean of the clones in the sample,
weighted by their proportion in the sample.
* At $q>1$ more weight is given to the clones with higher proportions in the sample.

All clonal diversity plots and tables with diversity values can be found under `repertoire_analysis/Diversity`.
To correct for the different number of sequences in each of the samples, the Bootstrapping technique was employed,
in which `r nboot` random bootstrap samples were taken, with size the number of sequences in the sample with less sequences (N).
The solid line shows the mean Diversity of the bootstrap samples, whereas the transparent area shows the full Diversity
range of the bootstrap samples.


## Clonal diversity per subject
```{r clonal_diversity, echo = FALSE, include=FALSE}
sample_div <- alphaDiversity(abund, group="sample", min_q=0, max_q=4, step_q=0.05,
                            ci=0.95, nboot=nboot)
sample_main <- paste0("Sample diversity (N=", sample_div@n[1], ")")
sample_div@diversity$treatment <- sapply(sample_div@diversity$sample, function(x) unlist(strsplit(as.character(x), "_"))[1])
sample_div@diversity$time_point <- sapply(sample_div@diversity$sample, function(x) unlist(strsplit(as.character(x), "_"))[2])
sample_div@diversity$patient <- sapply(sample_div@diversity$sample, function(x) unlist(strsplit(as.character(x), "_"))[3])
```
```{r clonal_diversity2, fig.height=3, fig.width=12, echo = FALSE}
div_p <- ggplot(sample_div@diversity, aes(x = q, y = d,
                                        group = sample)) +
    geom_ribbon(aes(ymin = d_lower,
                    ymax = d_upper,
                    fill = time_point), alpha = 0.4) +
    geom_line(aes(color = time_point)) +
    xlab("q") + ylab(expression(""^q * D)) +
    ggtitle(sample_main) +
    facet_grid(cols=vars(patient))
div_p
```
```{r include = FALSE}
ggsave(plot=div_p, filename=paste0(diversity_dir,"/Diversity_patient_grid.png"), device="png", width = 25, height = 6, units="cm")
ggsave(plot=div_p, filename=paste0(diversity_dir,"/Diversity_patient_grid.pdf"), device="pdf", width = 25, height = 6, units="cm")
```

### Clonal diversity at specific q values {.tabset .tabset-fade .tabset-pills}

#### q=1 {-}

```{r clonal_diversity_q1, fig.height=4, fig.width=5, echo = FALSE}
sample_div@diversity$time_point <- factor(sample_div@diversity$time_point, levels=c("baseline","6months","12months"))
sample_div_q1 <- sample_div@diversity[which(sample_div@diversity$q == 1),]
sample_main <- paste0("Sample diversity at q=1 (N=", sample_div@n[1], ")")
dodge <- position_dodge(width = 0.9)
dq1 <- ggplot(sample_div_q1, aes(y=d, x=time_point)) +
    geom_point(aes(color=patient,group=time_point),position=dodge, stat="identity", size = 3) +
    #geom_errorbar(aes(ymin=d-d_sd, ymax=d+d_sd), width = .05, position=dodge) +
    geom_line(aes(group=patient,color=patient)) +
    xlab("") + ylab("Diversity (q=1)") +
    ggtitle(sample_main) +
    scale_colour_brewer(palette = "Accent")+
    #facet_grid(cols=vars(patient), drop=T, space="free", scales = "free") +
    theme(axis.text.x = element_text(angle = 45, hjust = 1))
dq1
```
```{r, include = FALSE}
ggsave(plot = dq1, filename = paste0(diversity_dir,"/Diversity_q1_test_subject_paired.png"), device="png",
        width = 5, height = 4, units="cm")
ggsave(plot = dq1, filename = paste0(diversity_dir,"/Diversity_q1_test_subject_paired.pdf"), device="pdf",
        width = 5, height = 4, units="cm")
```

#### q=0 {-}

```{r clonal_diversity_q0, fig.height=4, fig.width=5, echo = FALSE}
sample_div_q0 <- sample_div@diversity[which(sample_div@diversity$q == 0),]
sample_main <- paste0("Sample diversity at q=0 (N=", sample_div@n[1], ")")
dodge <- position_dodge(width = 0.9)
dq0 <- ggplot(sample_div_q0, aes(y=d, x=time_point)) +
    geom_point(aes(color=patient,group=time_point),position=dodge, stat="identity", size = 3) +
    #geom_errorbar(aes(ymin=d-d_sd, ymax=d+d_sd), width = .05, position=dodge) +
    geom_line(aes(group=patient,color=patient)) +
    xlab("") + ylab("Diversity (q=0)") +
    ggtitle(sample_main) +
    scale_colour_brewer(palette = "Accent")+
    #facet_grid(cols=vars(patient), drop=T, space="free", scales = "free") +
    theme(axis.text.x = element_text(angle = 45, hjust = 1))
dq0
```

```{r, include = FALSE}
ggsave(plot = dq0, filename = paste0(diversity_dir,"/Diversity_q0_test_subject_paired.png"), device="png",
        width = 25, height = 6, units="cm")
ggsave(plot = dq0, filename = paste0(diversity_dir,"/Diversity_q0_test_subject_paired.pdf"), device="pdf",
        width = 25, height = 6, units="cm")
```

## Clonal diversity per cell population

```{r clonal_diversity_pop, fig.width=12, echo = FALSE, message=FALSE}
sample_div_pop <- alphaDiversity(abund_pop, group="sample_pop", min_q=0, max_q=4, step_q=0.05,
                                ci=0.95, nboot=nboot)
sample_main <- paste0("Sample diversity (N=", sample_div_pop@n[1], ")")
sample_div_pop@diversity$treatment <- sapply(sample_div_pop@diversity$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[1])
sample_div_pop@diversity$time_point <- sapply(sample_div_pop@diversity$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[2])
sample_div_pop@diversity$patient <- sapply(sample_div_pop@diversity$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[3])
sample_div_pop@diversity$population <- sapply(sample_div_pop@diversity$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[4])
div_pop <- ggplot(sample_div_pop@diversity, aes(x = q, y = d, group = sample_pop)) +
    geom_ribbon(aes(ymin = d_lower,
                    ymax = d_upper, fill = time_point), alpha = 0.4) +
    geom_line(aes(color = time_point)) +
    xlab("q") + ylab(expression(""^q * D)) +
    ggtitle(sample_main) +
    facet_grid(cols=vars(patient), rows=vars(population), scales="free", drop = T)
div_pop
```

```{r, include=FALSE}
ggsave(plot = div_pop, filename = paste0(diversity_dir,"/Diversity_subject_population.svg"), device="svg",
        width = 27, height = 20, units="cm")
ggsave(plot = div_pop, filename = paste0(diversity_dir,"/Diversity_subject_population.pdf"), device="pdf",
        width = 27, height = 20, units="cm")
```

### Clonal diversity per population at specific q values {.tabset .tabset-fade .tabset-pills}

#### q=1 {-}

```{r clonal_diversity_q1_pop, echo = FALSE}
sample_div_q1 <- sample_div_pop@diversity[which(sample_div_pop@diversity$q == 1),]
sample_main <- paste0("Sample diversity at q=1 (N=", sample_div_pop@n[1], ")")
dodge <- position_dodge(width = 0.9)
dq1_pop <- ggplot(sample_div_q1, aes(y=d, x=time_point)) +
    geom_point(position=dodge, stat="identity", size = 3) +
    geom_errorbar(aes(ymin=d-d_sd, ymax=d+d_sd), width = .2, position=dodge) +
    xlab("") + ylab("Diversity (q=1)") +
    ggtitle(sample_main) +
    facet_grid(cols=vars(patient), rows=vars(population), drop=T, scales = "free") +
    theme(axis.text.x = element_text(angle = 45, hjust = 1))
dq1_pop
```
```{r, include = FALSE}
ggsave(plot = dq1_pop, filename = paste0(diversity_dir,"/Diversity_q1_test_population.png"), device="png",
        width = 20, height = 15, units="cm")
ggsave(plot = dq1_pop, filename = paste0(diversity_dir,"/Diversity_q1_test_population.pdf"), device="pdf",
        width = 20, height = 15, units="cm")
```

#### q=0 {-}

```{r clonal_diversity_q0_pop, echo = FALSE}
sample_div_q0 <- sample_div_pop@diversity[which(sample_div_pop@diversity$q == 0),]
sample_main <- paste0("Sample diversity at q=0 (N=", sample_div_pop@n[1], ")")
dodge <- position_dodge(width = 0.9)
dq0_pop <- ggplot(sample_div_q0, aes(y=d, x=time_point)) +
    geom_point(position=dodge, stat="identity", size = 3) +
    geom_errorbar(aes(ymin=d-d_sd, ymax=d+d_sd), width = .2, position=dodge) +
    xlab("") + ylab("Diversity (q=0)") +
    ggtitle(sample_main) +
    facet_grid(cols=vars(patient), rows=vars(population), drop=T, scales = "free") +
    theme(axis.text.x = element_text(angle = 45, hjust = 1))
dq0_pop
```

```{r, include = FALSE}
ggsave(plot = dq0_pop, filename = paste0(diversity_dir,"/Diversity_q0_test_population.png"), device="png",
        width = 20, height = 15, units="cm")
ggsave(plot = dq0_pop, filename = paste0(diversity_dir,"/Diversity_q0_test_population.pdf"), device="pdf",
        width = 20, height = 15, units="cm")
```

# V gene usage

## V gene family usage {.tabset .tabset-fade .tabset-pills}

The V gene usage (in percentage) in each of the samples is represented below. All plots and tables can be found [here](./repertoire_comparison/V_family/).

Gene family usage is normalized by the number of clones.

### By patient {-}

```{r, echo=F,fig.width=6, fig.asp=1, fig.align='center'}
family <- countGenes(df_all, gene="v_call", groups="sample", mode="family", clone="clone_id")
family$treatment <- sapply(family$sample, function(x) unlist(strsplit(as.character(x), "_"))[1])
family$time_point <- sapply(family$sample, function(x) unlist(strsplit(as.character(x), "_"))[2])
family$time_point <- factor(family$time_point, levels=c("baseline","6months","12months"))
family$patient <- sapply(family$sample, function(x) unlist(strsplit(as.character(x), "_"))[3])

gg1 <- ggplot(family, aes(fill=gene, y=clone_freq, x=time_point)) + 
        geom_bar(position="fill", stat="identity") +
        facet_grid(cols = vars(patient), drop=T, scales = "free" ) +
            theme(axis.text.x=element_text(angle=45, hjust=1, vjust=1))


g2 <- ggplot(family, aes(x=time_point, y=clone_freq, fill=time_point)) +
    geom_bar(position = "dodge", stat="identity") +
    ggtitle("V Gene Family Usage") +
    theme(axis.text.x=element_text(angle=45, hjust=1, vjust=1)) +
    ylab("Frequency") +
    xlab("") +
    facet_grid(cols = vars(patient), rows=vars(gene),drop=T, scales = "free" ) +
    theme(legend.position = "none") +
    scale_fill_brewer(palette="Blues")
gg1
g2
```

```{r, echo=F}
ggsave(filename = paste0(vfamily_dir, "/V_Family_distribution_patient.svg"), plot = g2, width = 25, height = 6, units = "cm")
ggsave(filename = paste0(vfamily_dir, "/V_Family_distribution_patient.png"), plot = g2, width = 25, height = 6, units = "cm")
write.table(family, file = paste0(vfamily_dir, "/V_family_distribution_data.tsv"), sep = "\t", quote = F, row.names = F)
```

```{r, echo=F,fig.width=3, fig.asp=1.5, fig.align='center'}
dodge <- position_dodge(width = 0.9)
g3 <- ggplot(family, aes(x=time_point, y=clone_freq)) +
    geom_point(aes(color=patient, group=time_point),position =dodge, stat="identity", size=3) +
    geom_line(aes(group=patient,color=patient)) +
    ggtitle("V Gene Family Usage") +
    theme(axis.text.x=element_text(angle=45, hjust=1, vjust=1)) +
    ylab("Frequency") +
    xlab("") +
    facet_grid(rows=vars(gene),drop=T, scales = "free" ) +
    #theme(legend.position = "none") +
    scale_colour_brewer(palette="Accent")
g3
```

### By Population {-}

```{r, echo=F, fig.width=10, fig.asp=0.5, fig.align='center'}
family <- countGenes(df_all, gene="v_call", groups="sample_pop",
                    mode="family", clone = "clone_id")
family$treatment <- sapply(family$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[1])
family$time_point <- sapply(family$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[2])
family$patient <- sapply(family$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[3])
family$population <- sapply(family$sample_pop, function(x) unlist(strsplit(as.character(x), "_"))[4])
g2 <- ggplot(family, aes(x=time_point, y=clone_freq, fill=gene)) +
    scale_color_brewer(palette="Set1") +
    geom_bar(position = "dodge", stat="identity") +
    ggtitle("V gene Family Usage") +
    theme(axis.text.x=element_text(angle=45, hjust=1, vjust=1)) +
    ylab("Frequency") +
    xlab("") +
    facet_grid(cols=vars(patient,population), rows=vars(gene)) +
    theme(legend.position = "none")
g2
ggsave(filename = paste0(vfamily_dir,"/V_Family_distribution_patient_population.svg"), plot = g2,
    width = 30, height = 20, units = "cm")
ggsave(filename = paste0(vfamily_dir,"/V_Family_distribution_patient_population.png"), plot = g2,
    width = 30, height = 20, units = "cm")
write.table(family, file = paste0(vfamily_dir, "/V_family_distribution_data_population.tsv"), sep = "\t",
    quote = F, row.names = F)
```

## V gene usage {.tabset .tabset-fade .tabset-pills}

The V gene usage (in percentage) in each of the samples is represented below.
All plots and tables can be found [here](./repertoire_comparison/V_family/).

### By clones {-}

```{r, echo=F, fig.width=10, fig.asp=1.8, fig.align='center'}
family <- countGenes(df_all, gene="v_call", groups="sample", mode="gene", clone = "clone_id")
family$treatment <- sapply(family$sample, function(x) unlist(strsplit(as.character(x), "_"))[1])
family$time_point <- sapply(family$sample, function(x) unlist(strsplit(as.character(x), "_"))[2])
family$patient <- sapply(family$sample, function(x) unlist(strsplit(as.character(x), "_"))[3])
g2 <- ggplot(family, aes(x=gene, y=clone_freq, fill=gene)) +
    scale_color_brewer(palette="Set1") +
    geom_bar(position = "dodge", stat="identity") +
    ggtitle("V Gene Family Usage") +
    theme(axis.text.x=element_text(angle=45, hjust=1, vjust=1)) +
    ylab("Frequency") +
    xlab("") +
    facet_wrap(vars(patient), scales="free_x", ncol = 1) +
    theme(legend.position = "none")
g2
ggsave(filename = paste0(vfamily_dir, "/V_gene_distribution_by_clone_patient.svg"), plot = g2, width = 20, height = 40, units = "cm")
ggsave(filename = paste0(vfamily_dir, "/V_gene_distribution_by_clone_patient.png"), plot = g2, width = 20, height = 40, units = "cm")
write.table(family, file = paste0(vfamily_dir, "/V_gene_distribution_by_clone_data.tsv"), sep = "\t", quote = F, row.names = F)
```

### By sequences {-}

```{r, echo=F, fig.width=10, fig.asp=1.8, fig.align='center'}
family <- countGenes(df_all, gene="v_call", groups="sample", mode="gene")
family$treatment <- sapply(family$sample, function(x) unlist(strsplit(as.character(x), "_"))[1])
family$time_point <- sapply(family$sample, function(x) unlist(strsplit(as.character(x), "_"))[2])
family$patient <- sapply(family$sample, function(x) unlist(strsplit(as.character(x), "_"))[3])
g2 <- ggplot(family, aes(x=gene, y=seq_freq, fill=gene)) +
    scale_color_brewer(palette="Set1") +
    geom_bar(position = "dodge", stat="identity") +
    ggtitle("V Gene Usage") +
    theme(axis.text.x=element_text(angle=45, hjust=1, vjust=1)) +
    ylab("Frequency") +
    xlab("") +
    facet_wrap(vars(patient), scales="free_x", ncol = 1) +
    theme(legend.position = "none")
g2
ggsave(filename = paste0(vfamily_dir, "/V_gene_distribution_by_sequence_patient.svg"), plot = g2, width = 20, height = 40, units = "cm")
ggsave(filename = paste0(vfamily_dir, "/V_gene_distribution_by_sequence_patient.png"), plot = g2, width = 20, height = 40, units = "cm")
write.table(family, file = paste0(vfamily_dir, "/V_gene_distribution_by_sequence_data.tsv"), sep = "\t", quote = F, row.names = F)
```

# Isotype usage

## Isotype usage per subject

```{r isotype_usage, echo=F, fig.width=10, fig.asp=0.3, fig.align='center'}
# Plotting Isotype percentages per patient
df_all$isotype <- df_all$c_primer

res <- df_all %>% group_by(isotype,sample,source,treatment,extract_time) %>% dplyr::summarise(Seqs_isotype=n())
res <- with(res, res[order(source),])
res_sample <- df_all %>% group_by(sample) %>% dplyr::summarise(Seqs_total=n())

freqs <- merge(x=res, y=res_sample, all.x = T, by.x = "sample", by.y = "sample")
freqs$Freq <- (freqs$Seqs_isotype/freqs$Seqs_total)

g4 <- ggplot(freqs, aes(fill=extract_time, y=Freq, x=isotype)) +
  geom_bar(position = "dodge", stat="identity") +
  xlab("") +
  ylab("Frequency") +
  ggtitle("Isotype frequency") +
  facet_grid(cols=vars(source), scales = "free", drop = T) +
  theme(axis.text.x = element_text(angle=45, hjust = 1, vjust = 1))
g4
ggsave(plot=g4, filename = paste0(isotype_dir,"/Isotype_frequencies_patient.svg"), device = "svg",
  width = 25, height = 7, units = "cm")
ggsave(plot=g4, filename = paste0(isotype_dir,"/Isotype_frequencies_patient.pdf"), device = "pdf",
  width = 25, height = 7, units = "cm")
write.table(freqs, file = paste0(isotype_dir,"/Isotype_frequencies_data.tsv"), sep="\t", quote=F, row.names = F)

```

## Isotype usage per cell population

```{r isotype_pop, echo=F, fig.width=15, fig.asp=1, fig.align='center'}
res <- df_all %>% group_by(isotype, sample_pop, source, treatment, extract_time, population) %>% dplyr::summarise(Seqs_isotype=n())
res <- with(res, res[order(source),])
res_sample <- df_all %>% group_by(sample_pop) %>% dplyr::summarise(Seqs_total=n())

freqs <- merge(x=res, y=res_sample, all.x = T, by.x = "sample_pop", by.y = "sample_pop")
freqs$Freq <- (freqs$Seqs_isotype/freqs$Seqs_total)

g4 <- ggplot(freqs, aes(fill=extract_time, y=Freq, x=isotype)) +
 geom_bar(position = "dodge", stat="identity") +
 xlab("") +
 ylab("Frequency") +
 ggtitle("Isotype frequency") +
 facet_grid(cols=vars(source), rows=vars(population)) +
 theme(axis.text.x = element_text(angle=45, hjust = 1, vjust = 1))
g4
ggsave(g4, filename = paste0(isotype_dir,"/Isotype_percentages_cell_population.svg"), device = "svg",
  width = 25, height = 20, units = "cm")
ggsave(g4, filename = paste0(isotype_dir,"/Isotype_percentages_cell_population.pdf"), device = "pdf",
  width = 25, height = 20, units = "cm")

write.table(freqs, file = paste0(isotype_dir, "/Isotype_frequencies_cell_population_data.tsv"), sep="\t", quote = F, row.names = F)
```

# Clonal overlap analysis

```{r clonal_overlap, echo=F, fig.align='center'}
# # Splitting data in a per patient basis
df_subset <- df_all[,c("treatment", "extract_time", "source", "population", 
                      "clone_id", 
                      "v_call", "d_call", "j_call", "junction_length", 
                       "sample", "sample_pop")]
df_pat <- split(df_subset, df_subset$source)
df_pat$CLAD4<-NULL
dir.create(paste(outdir,"Clone_overlap", sep = "/"))

#for (i in c(1:length(df_pat))) {
    patdir_overlap <- paste(outdir,"Clone_overlap",names(df_pat)[i], sep="/")
    dir.create(patdir_overlap)

    
    ## Plot chordplot comparison time points per patient
    df_pat[[i]]$time_pop <- as.factor(paste(df_pat[[i]]$extract_time, df_pat[[i]]$population, sep="_"))
    df_pop_time <- split(df_pat[[i]], df_pat[[i]]$time_pop)
  
    count_clones <- countClones(df_pat[[i]])
  
    ## Calculating overlaps between time points
    combin <- expand.grid(unique(df_pat[[i]]$extract_time), unique(df_pat[[i]]$population))
    combin$names <- apply(combin[,c("Var1", "Var2")], 1, paste, collapse = "_")
  
    baselines <- subset(combin, combin$Var1 == "baseline")
    other <- subset(combin, combin$Var1 != "baseline")
    clonedf <- expand.grid(baselines$names, other$names)
    colnames(clonedf) <- c("from","to")
    seqdf <- clonedf
  
    lenintersects = numeric(0)
    seqsintersects = numeric(0)
    for (j in c(1:nrow(clonedf))){
        inter <- intersect(df_pop_time[[which(grepl(clonedf[j,1], names(df_pop_time)))]]$clone_id,
                           df_pop_time[[which(grepl(clonedf[j,2], names(df_pop_time)))]]$clone_id)
    
        clones_subset <- count_clones[which(count_clones$clone_id %in% as.character(inter)),]
    
        lenintersects <- c(lenintersects, length(inter))
        seqsintersects <- c(seqsintersects, sum(clones_subset$seq_count))
    }
  
    clonedf$value <- lenintersects
    seqdf$value <- seqsintersects
  
    # Saving both tables
    write.table(clonedf, file = paste(patdir_overlap,"/Clone_overlap_comparison_time_points_", df_pop_time[[1]]$treatment[1], "_", df_pop_time[[1]]$source[1], ".tsv", sep=""), sep = "\t", quote = F, row.names = F)
    write.table(seqdf, file = paste(patdir_overlap,"/Clone_seqN_overlap_comparison_time_points_", df_pop_time[[1]]$treatment[1], "_", df_pop_time[[1]]$source[1], ".tsv", sep=""), sep = "\t", quote = F, row.names = F)
  
    #grid.col = c("#a6cee3", "#b2df8a", "#fb9a99", "#fdbf6f", "#1f78b4", "#33a02c", "#e31a1c", "#ff7f00")
    #names(grid.col) <- clonedf$from

  
    # Clone overlap plot
    svg(filename = paste(patdir_overlap,"/Clone_overlap_comparison_time_points_",
                         df_pop_time[[1]]$treatment[1], "_", 
                         df_pop_time[[1]]$source[1], ".svg", sep=""))
        chordDiagram(clonedf, 
                 grid.col = grid.col, 
                 self.link = 1,
                 transparency = 0.3,
                 annotationTrack="grid",
                 preAllocateTracks = list(track.height = max(strwidth(unlist(dimnames(clonedf))))))
        circos.track(track.index = 1, 
                 panel.fun = function(x, y) {
                              circos.text(CELL_META$xcenter, 
                                          CELL_META$ylim[2], 
                                          CELL_META$sector.index,
                                          adj = c(0, 0.5))
                              }, bg.border = NA)
        title(paste("clone overlap", df_pop_time[[1]]$treatment[1], df_pop_time[[1]]$source[1]), cex = 0.8)
        circos.clear()
    dev.off()
  
    png(filename = paste(patdir_overlap, "/Clone_overlap_comparison_time_points_", df_pop_time[[1]]$treatment[1], "_", df_pop_time[[1]]$source[1], ".png", sep=""), width=15, height=15, units = "cm", res = 300)
    chordDiagram(clonedf, 
                 #grid.col = grid.col, 
                 self.link = 1,
                 transparency = 0.3,
                 annotationTrack="grid",
                 preAllocateTracks = list(track.height = max(strwidth(unlist(dimnames(clonedf))))))
    circos.track(track.index = 1, panel.fun = function(x, y) {
      circos.text(CELL_META$xcenter, CELL_META$ylim[2], CELL_META$sector.index,
                  adj = c(0, 0.5))
    }, bg.border = NA)
    title(paste("clone_id OVERLAP", df_pop_time[[1]]$treatment[1], df_pop_time[[1]]$source[1]), cex = 0.8)
    circos.clear()
    dev.off()
  
    # Sequences overlap plot
    svg(filename = paste(patdir_overlap,"/Clone_seqN_overlap_comparison_time_points_", df_pop_time[[1]]$treatment[1], "_", df_pop_time[[1]]$source[1], ".svg", sep=""))
    chordDiagram(seqdf, 
                 #grid.col = grid.col, 
                 self.link = 1,
                 transparency = 0.3,
                 annotationTrack="grid",
                 preAllocateTracks = list(track.height = max(strwidth(unlist(dimnames(seqdf))))))
    circos.track(track.index = 1, panel.fun = function(x, y) {
      circos.text(CELL_META$xcenter, CELL_META$ylim[2], CELL_META$sector.index,
                  adj = c(0, 0.5))
    }, bg.border = NA)
    title(paste("CLONE SEQ NUM OVERLAP", df_pop_time[[1]]$treatment[1], df_pop_time[[1]]$source[1]), cex = 0.8)
    circos.clear()
    dev.off()
  
    png(filename = paste(patdir_overlap, "/Clone_seqN_overlap_comparison_time_points_", df_pop_time[[1]]$treatment[1], "_", df_pop_time[[1]]$source[1], ".png", sep=""), width=15, height=15, units = "cm", res = 300)
    chordDiagram(seqdf, 
                 #grid.col = grid.col, 
                 self.link = 1,
                 transparency = 0.3,
                 annotationTrack="grid",
                 preAllocateTracks = list(track.height = max(strwidth(unlist(dimnames(seqdf))))))
    circos.track(track.index = 1, panel.fun = function(x, y) {
      circos.text(CELL_META$xcenter, CELL_META$ylim[2], CELL_META$sector.index,
                  adj = c(0, 0.5))
    }, bg.border = NA)
    title(paste("CLONE SEQ NUM OVERLAP", df_pop_time[[1]]$treatment[1], df_pop_time[[1]]$source[1]), cex = 0.8)
    circos.clear()
    dev.off()
  
    # 
    # 
    df_TP <- split(df_pat[[i]], df_pat[[i]]$extract_time)
  
  # Plots per patient and time point - overlap populations
    for (n in c(1:length(df_TP))) {
      df_pop <- split(df_TP[[n]], df_TP[[n]]$population)
      vennplot <- venn(list(unique(df_pop[[1]]$clone_id), unique(df_pop[[2]]$clone_id), unique(df_pop[[3]]$clone_id), unique(df_pop[[4]]$clone_id)), names = names(df_pop))
      
      listInput <- list(df_pop[[1]]$clone_id, df_pop[[2]]$clone_id, df_pop[[3]]$clone_id, df_pop[[4]]$clone_id)
      names(listInput) <- names(df_pop)
      combin <- data.frame(from=combinations(4,2,names(df_pop),repeats.allowed=F)[,1], to=combinations(4,2,names(df_pop),repeats.allowed=F)[,2])
      
      #listInput <- list(df_pop[[1]]$clone_id, df_pop[[2]]$clone_id, df_pop[[3]]$clone_id, df_pop[[4]]$clone_id)
      #names(listInput) <- names(df_pop)
      
      # Upset plots
      svg(filename = paste(patdir_overlap,"/Set_plot_", df_pop[[1]]$treatment[1], "_",df_pop[[1]]$extract_time[1], "_",df_pop[[1]]$source[1], ".svg", sep=""))
      upset(fromList(listInput), group.by = "sets", order.by="freq", point.size = 3.5, line.size=2, mainbar.y.label = "Clone intersections", sets.x.label = "Clones per population")
      dev.off()
      
      png(filename = paste(patdir_overlap,"/Set_plot_", df_pop[[1]]$treatment[1], "_",df_pop[[1]]$extract_time[1], "_",df_pop[[1]]$source[1], ".png", sep=""), res = 600, width = 15, height=10, units = "cm")
      upset(fromList(listInput), order.by="freq", group.by = "sets", point.size = 3.5, line.size=2, mainbar.y.label = "Clone intersections", sets.x.label = "Clones per population")
      dev.off()
      
      clonedf <- combin
      seqdf <- combin
      
      lenintersects = numeric(0)
      seqsintersects = numeric(0)
      for (j in c(1:nrow(clonedf))){
        inter <- intersect(df_pop[[which(grepl(paste0("^",clonedf[j,1]), names(df_pop)))]]$clone_id, 
                           df_pop[[which(grepl(paste0("^",clonedf[j,2]), names(df_pop)))]]$clone_id)
        
        clones_subset <- count_clones[which(count_clones$clone_id %in% as.character(inter)),]
        
        lenintersects <- c(lenintersects, length(inter))
        seqsintersects <- c(seqsintersects, sum(clones_subset$seq_count))
      }
      
      clonedf$value <- lenintersects
      seqdf$value <- seqsintersects
      
      
      self_comb <- data.frame(from = names(df_pop), to = names(df_pop))
      self_clonedf <- self_comb
      self_seqdf<- self_comb
      
      lenintersects <- numeric(0)
      seqsintersects <- numeric(0)
      for (pop in self_comb$from){
        inter <- attributes(vennplot)[["intersections"]][[pop]]
        clones_subset <- count_clones[which(count_clones$clone_id %in% as.character(inter)),]
        
        lenintersects <- c(lenintersects, length(inter))
        seqsintersects <- c(seqsintersects, sum(clones_subset$seq_count))
      }
      self_clonedf$value <- lenintersects
      self_seqdf$value <- seqsintersects
      
      clonedf <- rbind(clonedf, self_clonedf)
      seqdf <- rbind(seqdf, self_seqdf)
      
      write.table(clonedf, file = paste(patdir_overlap,"/Clone_overlap_comparison_population_", df_pop[[1]]$treatment[1], "_", df_pop[[1]]$extract_time[1], "_", df_pop[[1]]$source[1], ".tsv", sep=""), sep = "\t", quote = F, row.names = F)
      write.table(seqdf, file = paste(patdir_overlap,"/Clone_seqN_overlap_comparison_population_", df_pop[[1]]$treatment[1], "_", df_pop[[1]]$extract_time[1], "_", df_pop[[1]]$source[1], ".tsv", sep=""), sep = "\t", quote = F, row.names = F)
      
      grid.col = c("#225ea8","#41b6c4","#a1dab4","#ffffcc")
      
      
      # Plots clone overlap
      svg(filename = paste(patdir_overlap,"/Clone_overlap_comparison_population_", df_pop[[1]]$treatment[1], "_", df_pop[[1]]$extract_time[1], "_", df_pop[[1]]$source[1], ".svg", sep=""))
      chordDiagram(clonedf, 
                   #grid.col = grid.col, 
                   self.link = 1,
                   transparency = 0.3,
                   annotationTrack="grid",
                   preAllocateTracks = list(track.height = max(strwidth(unlist(dimnames(clonedf))))))
      circos.track(track.index = 1, panel.fun = function(x, y) {
                    circos.text(CELL_META$xcenter, CELL_META$ylim[2], CELL_META$sector.index,
                    adj = c(0, 0.5))
                    }, bg.border = NA)
      title(paste("clone_id OVERLAP", df_pop[[1]]$treatment[1], df_pop[[1]]$source[1], df_pop[[1]]$extract_time[1]), cex = 0.8)
      circos.clear()
      dev.off()
      
      png(filename = paste(patdir_overlap,"/Clone_overlap_comparison_population_", df_pop[[1]]$treatment[1], "_", df_pop[[1]]$extract_time[1], "_", df_pop[[1]]$source[1], ".png", sep=""), res = 600, width = 15, height=10, units = "cm")
      chordDiagram(clonedf, 
                   #grid.col = grid.col, 
                   self.link = 1,
                   transparency = 0.3,
                   annotationTrack="grid",
                   preAllocateTracks = list(track.height = max(strwidth(unlist(dimnames(clonedf))))))
      circos.track(track.index = 1, panel.fun = function(x, y) {
        circos.text(CELL_META$xcenter, CELL_META$ylim[2], CELL_META$sector.index,
                    adj = c(0, 0.5))
      }, bg.border = NA)
      title(paste("clone_id OVERLAP", df_pop[[1]]$treatment[1], df_pop[[1]]$source[1], df_pop[[1]]$extract_time[1]), cex = 0.8)
      circos.clear()
      dev.off()
    
      # Plots clone sequence numbers overlap
      svg(filename = paste(patdir_overlap,"/Clone_seqN_overlap_comparison_population_", df_pop[[1]]$treatment[1], "_", df_pop[[1]]$extract_time[1], "_", df_pop[[1]]$source[1], ".svg", sep=""))
      chordDiagram(seqdf, 
                   #grid.col = grid.col, 
                   self.link = 1,
                   transparency = 0.3,
                   annotationTrack="grid",
                   preAllocateTracks = list(track.height = max(strwidth(unlist(dimnames(seqdf))))))
      circos.track(track.index = 1, panel.fun = function(x, y) {
        circos.text(CELL_META$xcenter, CELL_META$ylim[2], CELL_META$sector.index,
                    adj = c(0, 0.5))
      }, bg.border = NA)
      title(paste("CLONE SEQ NUM OVERLAP", df_pop[[1]]$treatment[1], df_pop[[1]]$source[1], df_pop[[1]]$extract_time[1]), cex = 0.8)
      circos.clear()
      dev.off()
      
      png(filename = paste(patdir_overlap,"/Clone_seqN_overlap_comparison_population_", df_pop[[1]]$treatment[1], "_", df_pop[[1]]$extract_time[1], "_", df_pop[[1]]$source[1], ".png", sep=""), res = 600, width = 15, height=10, units = "cm")
      chordDiagram(seqdf, 
                   #grid.col = grid.col, 
                   self.link = 1,
                   transparency = 0.3,
                   annotationTrack="grid",
                   preAllocateTracks = list(track.height = max(strwidth(unlist(dimnames(seqdf))))))
      circos.track(track.index = 1, panel.fun = function(x, y) {
        circos.text(CELL_META$xcenter, CELL_META$ylim[2], CELL_META$sector.index,
                    adj = c(0, 0.5))
      }, bg.border = NA)
      title(paste("CLONE SEQ NUM OVERLAP", df_pop[[1]]$treatment[1], df_pop[[1]]$source[1], df_pop[[1]]$extract_time[1]), cex = 0.8)
      circos.clear()
      dev.off()
    }
#}

```


# Citations

If you use nf-core/bcellmagic for your analysis, please cite it using the following DOI: [10.5281/zenodo.3607408](https://doi.org/10.5281/zenodo.3607408)

Please also cite the `nf-core` publication [@ewels2020].

In addition, citations for the tools and data used in this pipeline are as follows:

* **pRESTO** [@VanderHeiden2014]
* **SHazaM, Change-O** [@Gupta2015]
* **Alakazam** [@Stern2014]
* **TIgGER** [@Gadala-Maria2015]
* **FastQC** [@andrews2010]
* **MultiQC** [@ewels2016]
